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Evaluating and Designing Sparse Autoencoders
by Approximating Quasi-Orthogonality

🚀 Our paper is accepted to COLM 2025!

Poster

ZF Plots and Violin Plots

visualization/zf-plot.ipynb

Training Top-AFA SAEs

training/main.ipynb

L0-L2 Plots

visualization/results.ipynb

Tutorial for Norm-Matching Activation Algorithm

etc/afa_step_by_step.ipynb

Acknowledgements

The training code is reproduced based on Bussmann et al. (2025).

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